浙江农业学报 ›› 2024, Vol. 36 ›› Issue (7): 1481-1491.DOI: 10.3969/j.issn.1004-1524.20240060
李清超1(), 杨珊1, 张登峰2, 刘建新1, 孙开利1, 吴迅3,*(
)
收稿日期:
2024-01-11
出版日期:
2024-07-25
发布日期:
2024-08-05
作者简介:
李清超(1984—),男,贵州毕节人,硕士,副研究员,研究方向为作物遗传育种。E-mail: liqingchao-2@163.com
通讯作者:
*吴迅,E-mail: wuxunyong@126.com
基金资助:
LI Qingchao1(), YANG Shan1, ZHANG Dengfeng2, LIU Jianxin1, SUN Kaili1, WU Xun3,*(
)
Received:
2024-01-11
Online:
2024-07-25
Published:
2024-08-05
摘要:
为研究玉米种质资源穗部性状间的相互关系,筛选鉴定优质玉米资源。以贵州、陕西、甘肃、湖北4个省份收集的487份玉米种质资源为研究材料,采用Shannon-Wiener多样性指数、主成分分析和聚类分析等方法对玉米10个穗部性状进行综合评价。结果表明,10个穗部性状变异系数为6.1%~71.0%,表型多样性指数为0.319~2.038。相关分析表明,10个穗部性状间存在广泛的相关性;系统聚类分析将487份资源划分为4个类群,类群Ⅰ有187份种质资源,类群Ⅱ有208份种质资源,类群Ⅲ有48份种质资源,类群Ⅳ有44份种质资源,贵州和陕西的玉米种质资源代表性更强。最终筛选到15份穗部性状综合表现优异的玉米种质资源,为玉米种质资源鉴定评价、种质材料创新和遗传育种提供了参考和基础材料。
中图分类号:
李清超, 杨珊, 张登峰, 刘建新, 孙开利, 吴迅. 四百八十七份玉米地方种质资源穗部性状的表型多样性[J]. 浙江农业学报, 2024, 36(7): 1481-1491.
LI Qingchao, YANG Shan, ZHANG Dengfeng, LIU Jianxin, SUN Kaili, WU Xun. Phenotypic diversity of ear traits in 487 maize landraces[J]. Acta Agriculturae Zhejiangensis, 2024, 36(7): 1481-1491.
省份 Province | 数量Number | 总数 Total number | |
---|---|---|---|
糯玉米 Waxy maize | 普通玉米 Common maize | ||
贵州Guizhou | 99 | 203 | 302 |
陕西Shaanxi | 5 | 129 | 134 |
甘肃Gansu | 0 | 28 | 28 |
湖北Hubei | 0 | 23 | 23 |
合计Total | 104 | 383 | 487 |
表1 四百八十七份玉米种质资源信息
Table 1 Information of 487 maize germplasm resources
省份 Province | 数量Number | 总数 Total number | |
---|---|---|---|
糯玉米 Waxy maize | 普通玉米 Common maize | ||
贵州Guizhou | 99 | 203 | 302 |
陕西Shaanxi | 5 | 129 | 134 |
甘肃Gansu | 0 | 28 | 28 |
湖北Hubei | 0 | 23 | 23 |
合计Total | 104 | 383 | 487 |
性状 Traits | 平均值 Average | 标准差 Standard deviation | 变异系数 Coefficient of Variation/% | H' | HGZ' | HSX' | HGS' | HHB' |
---|---|---|---|---|---|---|---|---|
穗长Ear length/cm | 16.496 | 2.256 | 13.7 | 1.821 | 1.878 | 2.128 | 1.930 | 2.175 |
秃尖长Bald tip length/cm | 0.883 | 0.627 | 71.0 | 1.516 | 1.599 | 1.508 | 2.125 | 2.020 |
穗粗Ear thick/cm | 4.057 | 0.584 | 14.4 | 0.945 | 0.988 | 1.684 | 1.871 | 2.103 |
轴粗Shaft thick/cm | 2.596 | 0.597 | 23.0 | 0.319 | 0.559 | 1.588 | 2.168 | 0.905 |
穗行数Number of rows per ear | 12.698 | 2.405 | 18.9 | 0.892 | 0.927 | 2.058 | 2.137 | 1.877 |
行粒数Number of grains per row | 32.056 | 5.249 | 16.4 | 1.286 | 1.699 | 1.079 | 2.015 | 1.908 |
百粒重100-Grain weight/g | 30.492 | 6.254 | 20.5 | 1.855 | 1.943 | 2.121 | 1.749 | 1.931 |
出籽率Seed yield percentage | 0.787 | 0.048 | 6.1 | 1.188 | 1.179 | 1.837 | 1.605 | 1.763 |
单穗穗重Weight per ear/g | 133.821 | 39.129 | 29.2 | 2.038 | 2.106 | 2.060 | 1.979 | 2.171 |
单穗粒重Grain weight per ear/g | 105.384 | 31.674 | 30.1 | 1.925 | 1.990 | 2.109 | 2.075 | 2.163 |
表2 玉米种质资源穗部性状多样性
Table 2 Diversity of ear traits in maize germplasm resources
性状 Traits | 平均值 Average | 标准差 Standard deviation | 变异系数 Coefficient of Variation/% | H' | HGZ' | HSX' | HGS' | HHB' |
---|---|---|---|---|---|---|---|---|
穗长Ear length/cm | 16.496 | 2.256 | 13.7 | 1.821 | 1.878 | 2.128 | 1.930 | 2.175 |
秃尖长Bald tip length/cm | 0.883 | 0.627 | 71.0 | 1.516 | 1.599 | 1.508 | 2.125 | 2.020 |
穗粗Ear thick/cm | 4.057 | 0.584 | 14.4 | 0.945 | 0.988 | 1.684 | 1.871 | 2.103 |
轴粗Shaft thick/cm | 2.596 | 0.597 | 23.0 | 0.319 | 0.559 | 1.588 | 2.168 | 0.905 |
穗行数Number of rows per ear | 12.698 | 2.405 | 18.9 | 0.892 | 0.927 | 2.058 | 2.137 | 1.877 |
行粒数Number of grains per row | 32.056 | 5.249 | 16.4 | 1.286 | 1.699 | 1.079 | 2.015 | 1.908 |
百粒重100-Grain weight/g | 30.492 | 6.254 | 20.5 | 1.855 | 1.943 | 2.121 | 1.749 | 1.931 |
出籽率Seed yield percentage | 0.787 | 0.048 | 6.1 | 1.188 | 1.179 | 1.837 | 1.605 | 1.763 |
单穗穗重Weight per ear/g | 133.821 | 39.129 | 29.2 | 2.038 | 2.106 | 2.060 | 1.979 | 2.171 |
单穗粒重Grain weight per ear/g | 105.384 | 31.674 | 30.1 | 1.925 | 1.990 | 2.109 | 2.075 | 2.163 |
图1 四百八十七份玉米10个穗部性状个体数量分布图 X1,穗长;X2,秃尖长;X3,穗粗;X4,轴粗;X5,穗行数;X6,行粒数;X7,百粒重;X8,出籽率;X9,单穗穗重;X10,单穗粒重。
Fig.1 Individual quantity distribution map of 10 ear traits of 487 maize germplasm resources X1, Ear length; X2, Bald tip length; X3, Ear thick; X4, Shaft thick; X5, Number of rows per ear; X6, Number of grains per row; X7, 100-Grain weight; X8, Seed yield percentage; X9, Weight per ear; X10, Grain weight per ear.
性状Trait | X1 | X2 | X3 | X4 | X5 | X6 | X7 | X8 | X9 |
---|---|---|---|---|---|---|---|---|---|
X2 | 0.032 | ||||||||
X3 | 0.391** | 0.046 | |||||||
X4 | -0.003 | -0.034 | 0.021 | ||||||
X5 | 0.035 | -0.014 | 0.175** | 0.254** | |||||
X6 | 0.184** | -0.077 | 0.088 | 0.142** | 0.137** | ||||
X7 | 0.105* | -0.025 | -0.088 | 0.088 | -0.318** | 0.256** | |||
X8 | 0.105* | -0.031 | 0.065 | -0.045 | 0.149** | 0.063 | -0.001 | ||
X9 | 0.156** | -0.041 | 0.068 | 0.300** | 0.163** | 0.678** | 0.639** | 0.058 | |
X10 | 0.171** | -0.044 | 0.073 | 0.284** | 0.181** | 0.669** | 0.627** | 0.234** | 0.982** |
表3 四百八十七份玉米种质资源穗部性状相关性
Table 3 Correlation of ear traits of 487 maize germplasm resources
性状Trait | X1 | X2 | X3 | X4 | X5 | X6 | X7 | X8 | X9 |
---|---|---|---|---|---|---|---|---|---|
X2 | 0.032 | ||||||||
X3 | 0.391** | 0.046 | |||||||
X4 | -0.003 | -0.034 | 0.021 | ||||||
X5 | 0.035 | -0.014 | 0.175** | 0.254** | |||||
X6 | 0.184** | -0.077 | 0.088 | 0.142** | 0.137** | ||||
X7 | 0.105* | -0.025 | -0.088 | 0.088 | -0.318** | 0.256** | |||
X8 | 0.105* | -0.031 | 0.065 | -0.045 | 0.149** | 0.063 | -0.001 | ||
X9 | 0.156** | -0.041 | 0.068 | 0.300** | 0.163** | 0.678** | 0.639** | 0.058 | |
X10 | 0.171** | -0.044 | 0.073 | 0.284** | 0.181** | 0.669** | 0.627** | 0.234** | 0.982** |
图2 四百八十七份玉米资源穗部性状按照省份分组的UMAP图 图中每个散点代表一份玉米种质资源(样本),不同颜色表示不同分组,GS、GZ、HB、SX分别代表甘肃、贵州、湖北、陕西。
Fig.2 The UMAP map of ear characters of 487 maize germplasm resources grouped by provinces Each scatter point in the figure represented a maize germplasm resource (sample), and different colors indicated different groups. GS, GZ, HB, and SX represent Gansu Province, Guizhou Province, Hubei Province, and Shaanxi Province, respectively.
图3 四百八十七份玉米资源10个穗部性状系统聚类图 图中隐藏了重叠标签,标注编号代表一份玉米种质资源(样本),红色代表类群Ⅰ,蓝色代表类群Ⅱ,绿色代表类群Ⅲ,紫色代表类群Ⅳ。
Fig.3 Systematic cluster maps of 10 ear traits of 487 maize germplasm resources The overlapping labels were hidden in the figure, the labeled numbers in the figure represented a maize germplasm resource (sample), with red representing cluster Ⅰ, blue representing cluster Ⅱ, green representing cluster Ⅲ, and purple representing cluster Ⅳ.
性状 Trait | 类群Ⅰ Cluster Ⅰ (n=187) | 类群Ⅱ Cluster Ⅱ (n=208) | 类群Ⅲ Cluster Ⅲ (n=48) | 类群Ⅳ Cluster Ⅳ (n=44) |
---|---|---|---|---|
穗长Ear length/cm | 16.83±2.27 a | 16.25±2.19 ab | 15.67±2.21 b | 17.13±2.18 a |
秃尖长Bald tip length/cm | 0.87±0.57 a | 0.89±0.69 a | 0.96±0.62 a | 0.83±0.54a |
穗粗Ear thick/cm | 4.1±0.5 a | 4.04±0.41 a | 3.94±1.12 a | 4.12±0.76 a |
轴粗Shaft thick/cm | 2.71±0.43 a | 2.54±0.75 b | 2.17±0.33 c | 2.86±0.24 a |
穗行数Number of rows per ear | 13.06±3.05 ab | 12.35±1.77 c | 12.07±2.14 bc | 13.51±1.64 a |
行粒数Number of grains per row | 34.3±3.59 b | 30.15±4.58 c | 25.83±4.09 d | 38.34±3.65 a |
百粒重100-Grain weight/g | 32.8±4.84 b | 28.75±4.61 c | 22.52±6.76 d | 37.64±5.23 a |
出籽率Seed yield percentage | 0.79±0.04 ab | 0.79±0.05 ab | 0.77±0.07 b | 0.80±0.03 a |
单穗穗重Weight per ear/g | 156.58±17.13 b | 112.4±11.88 c | 69.31±14.59 d | 208.73±16.27 a |
单穗粒重Grain weight per ear/g | 123.21±13.52 b | 88.33±10.21 c | 53.35±11.67 d | 167.03±14.08 a |
表4 四个玉米种质资源类群穗部性状均值
Table 4 Mean values of ear traits among four maize germplasm resource groups
性状 Trait | 类群Ⅰ Cluster Ⅰ (n=187) | 类群Ⅱ Cluster Ⅱ (n=208) | 类群Ⅲ Cluster Ⅲ (n=48) | 类群Ⅳ Cluster Ⅳ (n=44) |
---|---|---|---|---|
穗长Ear length/cm | 16.83±2.27 a | 16.25±2.19 ab | 15.67±2.21 b | 17.13±2.18 a |
秃尖长Bald tip length/cm | 0.87±0.57 a | 0.89±0.69 a | 0.96±0.62 a | 0.83±0.54a |
穗粗Ear thick/cm | 4.1±0.5 a | 4.04±0.41 a | 3.94±1.12 a | 4.12±0.76 a |
轴粗Shaft thick/cm | 2.71±0.43 a | 2.54±0.75 b | 2.17±0.33 c | 2.86±0.24 a |
穗行数Number of rows per ear | 13.06±3.05 ab | 12.35±1.77 c | 12.07±2.14 bc | 13.51±1.64 a |
行粒数Number of grains per row | 34.3±3.59 b | 30.15±4.58 c | 25.83±4.09 d | 38.34±3.65 a |
百粒重100-Grain weight/g | 32.8±4.84 b | 28.75±4.61 c | 22.52±6.76 d | 37.64±5.23 a |
出籽率Seed yield percentage | 0.79±0.04 ab | 0.79±0.05 ab | 0.77±0.07 b | 0.80±0.03 a |
单穗穗重Weight per ear/g | 156.58±17.13 b | 112.4±11.88 c | 69.31±14.59 d | 208.73±16.27 a |
单穗粒重Grain weight per ear/g | 123.21±13.52 b | 88.33±10.21 c | 53.35±11.67 d | 167.03±14.08 a |
性状 Trait | 主成分1 Principal component 1 | 主成分2 Principal component 2 | 主成分3 Principal component 3 | 主成分4 Principal component 4 |
---|---|---|---|---|
穗长Ear length | 0.278 | 0.457 | 0.616 | 0.07 |
秃尖长Bald tip length | -0.075 | 0.065 | 0.229 | 0.545 |
穗粗Ear thick | 0.139 | 0.668 | 0.422 | 0.177 |
轴粗Shaft thick | 0.357 | 0.159 | -0.54 | 0.39 |
穗行数Number of rows per ear | 0.176 | 0.68 | -0.536 | 0.003 |
行粒数Number of grains per row | 0.753 | 0.064 | -0.03 | -0.031 |
百粒重100-Grain weight | 0.654 | -0.535 | 0.278 | 0.026 |
出籽率Seed yield percentage | 0.176 | 0.312 | 0.051 | -0.738 |
单穗穗重Weight per ear | 0.965 | -0.101 | -0.055 | 0.063 |
单穗粒重Grain weight per ear | 0.971 | -0.048 | -0.042 | -0.07 |
特征值Eigenvalues | 3.159 | 1.548 | 1.274 | 1.04 |
贡献率Contribution rate/% | 31.589 | 15.485 | 12.741 | 10.402 |
累计贡献率Cumulative contribution rate/% | 31.589 | 47.073 | 59.814 | 70.216 |
表5 四百八十七份玉米种质资源10个穗部性状的主成分分析
Table 5 Principal component analysis of 10 ear traits of 487 maize germplasm resource
性状 Trait | 主成分1 Principal component 1 | 主成分2 Principal component 2 | 主成分3 Principal component 3 | 主成分4 Principal component 4 |
---|---|---|---|---|
穗长Ear length | 0.278 | 0.457 | 0.616 | 0.07 |
秃尖长Bald tip length | -0.075 | 0.065 | 0.229 | 0.545 |
穗粗Ear thick | 0.139 | 0.668 | 0.422 | 0.177 |
轴粗Shaft thick | 0.357 | 0.159 | -0.54 | 0.39 |
穗行数Number of rows per ear | 0.176 | 0.68 | -0.536 | 0.003 |
行粒数Number of grains per row | 0.753 | 0.064 | -0.03 | -0.031 |
百粒重100-Grain weight | 0.654 | -0.535 | 0.278 | 0.026 |
出籽率Seed yield percentage | 0.176 | 0.312 | 0.051 | -0.738 |
单穗穗重Weight per ear | 0.965 | -0.101 | -0.055 | 0.063 |
单穗粒重Grain weight per ear | 0.971 | -0.048 | -0.042 | -0.07 |
特征值Eigenvalues | 3.159 | 1.548 | 1.274 | 1.04 |
贡献率Contribution rate/% | 31.589 | 15.485 | 12.741 | 10.402 |
累计贡献率Cumulative contribution rate/% | 31.589 | 47.073 | 59.814 | 70.216 |
种质编号 Germplasm NO. | F值 F value | 来源 Source | 种质名称 Germplasm name | 类群 Cluster group | 排名 Ranking |
---|---|---|---|---|---|
K220303 | 1.708 | 贵州Guizhou Province | 血丝苞谷Blood Silk Maize | 3 | 1 |
K220438 | 1.695 | 贵州uizhou Province | 大黄包谷Large Yellow Maize | 4 | 2 |
K220177 | 1.462 | 贵州Guizhou Province | 秀洞红玉米Xiudong Red Maize | 4 | 3 |
K220307 | 1.367 | 贵州Guizhou Province | 18路苞谷18-Row Maize | 4 | 4 |
K220413 | 1.355 | 贵州Guizhou Province | 本地苞谷-3 Local Maize-3 | 4 | 5 |
K220349 | 1.292 | 贵州Guizhou Province | 白马牙White Horse Tooth | 4 | 6 |
K220482 | 1.287 | 贵州Guizhou Province | 马芽包谷Horse Tooth Maize | 4 | 7 |
K220486 | 1.283 | 贵州Guizhou Province | 上纳糯玉米Shangna Glutinous Maize | 4 | 8 |
K220305 | 1.254 | 贵州Guizhou Province | 红包谷Red Maize | 4 | 9 |
K220353 | 1.181 | 贵州Guizhou Province | 红包谷Red Maize | 4 | 10 |
K220409 | 1.168 | 贵州Guizhou Province | 黄玉米Yellow Maize | 4 | 11 |
K220210 | 1.166 | 贵州Guizhou Province | 马铃本地白包谷Local White Maize from MaLing | 1 | 12 |
K220412 | 1.125 | 贵州Guizhou Province | 本地苞谷-2 Local Maize-2 | 4 | 13 |
K220502 | 1.114 | 湖北Hubei Province | 马回营大籽白Large Seed White Mai from Mahuiying | 4 | 14 |
K220345 | 1.004 | 贵州Guizhou Province | 黄包谷Yellow Maize | 1 | 15 |
表6 十五份优异玉米种质资源的综合评价值与排名
Table 6 Comprehensive evaluation and ranking of fifteen excellent maize germplasm resources
种质编号 Germplasm NO. | F值 F value | 来源 Source | 种质名称 Germplasm name | 类群 Cluster group | 排名 Ranking |
---|---|---|---|---|---|
K220303 | 1.708 | 贵州Guizhou Province | 血丝苞谷Blood Silk Maize | 3 | 1 |
K220438 | 1.695 | 贵州uizhou Province | 大黄包谷Large Yellow Maize | 4 | 2 |
K220177 | 1.462 | 贵州Guizhou Province | 秀洞红玉米Xiudong Red Maize | 4 | 3 |
K220307 | 1.367 | 贵州Guizhou Province | 18路苞谷18-Row Maize | 4 | 4 |
K220413 | 1.355 | 贵州Guizhou Province | 本地苞谷-3 Local Maize-3 | 4 | 5 |
K220349 | 1.292 | 贵州Guizhou Province | 白马牙White Horse Tooth | 4 | 6 |
K220482 | 1.287 | 贵州Guizhou Province | 马芽包谷Horse Tooth Maize | 4 | 7 |
K220486 | 1.283 | 贵州Guizhou Province | 上纳糯玉米Shangna Glutinous Maize | 4 | 8 |
K220305 | 1.254 | 贵州Guizhou Province | 红包谷Red Maize | 4 | 9 |
K220353 | 1.181 | 贵州Guizhou Province | 红包谷Red Maize | 4 | 10 |
K220409 | 1.168 | 贵州Guizhou Province | 黄玉米Yellow Maize | 4 | 11 |
K220210 | 1.166 | 贵州Guizhou Province | 马铃本地白包谷Local White Maize from MaLing | 1 | 12 |
K220412 | 1.125 | 贵州Guizhou Province | 本地苞谷-2 Local Maize-2 | 4 | 13 |
K220502 | 1.114 | 湖北Hubei Province | 马回营大籽白Large Seed White Mai from Mahuiying | 4 | 14 |
K220345 | 1.004 | 贵州Guizhou Province | 黄包谷Yellow Maize | 1 | 15 |
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